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Fast-SCNN for Semantic Segmentation

Introduction

[ALGORITHM]

@article{poudel2019fast,
  title={Fast-scnn: Fast semantic segmentation network},
  author={Poudel, Rudra PK and Liwicki, Stephan and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1902.04502},
  year={2019}
}

Results and models

Cityscapes

Method Backbone Crop Size Lr schd Mem (GB) Inf time (fps) mIoU mIoU(ms+flip) download
Fast-SCNN Fast-SCNN 512x1024 80000 8.4 63.61 69.06 - model | log